Hi , I'm Manu Gupta

AI Engineer | Data Scientist | Full Stack Developer

🚀 About Me

AI Engineer and Full Stack Developer with a strong foundation in computational modeling and data analysis. Leveraging my PhD experience in computational Astrophysics and analyzing space mission data, I now apply those analytical and programming skills to AI/ML and web development challenges. I love tackling complex problems and creating innovative solutions that make a difference.

• 📖 Currently working on: WortWizard with Keith - An AI-powered language learning platform
• 🤖 Pursuing: Master's in AI at Johannes Kepler University
• 👨‍🏫 Teaching: Data Analysis at FH JOANNEUM Graz
• 📝 Writing about: Data Science and Machine Learning on HackMD, GitHub
• 🎯 Focus areas: Machine Learning, Data Science, Full Stack Development

💻 Technical Stack

Languages

AI/ML & Data Science

Full Stack Development

Tools & Platforms

🎯 Featured Projects

1. WortWizard

• AI-powered language learning platform
• Tech Stack: Svelte, Shadcn UI, Tailwind CSS, Claude API, SQL
• Features:
  • AI-driven mnemonic generation
  • Wordlists on standard German and regional dialects
  • Responsive UI with modern design
  • Claude API integration

2. Solar Flare Modeling

• Studied the Physics behind solar flares through 3D computational modeling in C and Python.
• Conducted in-depth analysis using NASA/ESA space mission data on the Sun
• Implemented parallel computing techniques using BASH and SGE scripts
• Tech Stack: C, C shell, BASH, Python, NumPy, Scipy, Pandas, OpenCV, Scikit-image, Parallel Computing
• Publications: Paper 1, Paper 2, Paper 3

3. Nonlinear Force-Free (NLFF) Field Model for Solar Atmosphere

• Developed an NLFF parallel computational model in FORTRAN to simulate the 3D magnetic field in solar atmosphere
• Processed and visualized data from observations on Sun and simulation using Python and MATLAB

💡 Recent Blog Posts

1. Data Analysis with Python
2. Theoretical Concepts of Machine Learning
3. Machine Learning Supervised and Unsupervised
4. LSTM and Recurrent Neural Networks
5. Recommender Systems
6. Creating Python Packages on GitHub: A Practical Guide

📚 Publications

1. Magnetic helicity and energy budget around large confined and eruptive solar flares
2. The effect of spatial resolution on magnetic field modeling and helicity computation
3. Stability of the coronal magnetic field around large confined and eruptive solar flares
4. Deducing the reliability of relative helicities from nonlinear force-free coronal models

🎓 Education

• PhD in Astrophysics (2024) - University of Graz, Austria
• MSc in Artificial Intelligence (Ongoing) - Johannes Kepler University, Austria
• MSc in Space Physics (2019) - IISER Kolkata, India

Talks and Poster Presentation

• 44th COSPAR Assembly 2022, Athens 2022
• 17th European Space Weather Week, Glasgow 2021
• European Space Weather Symposium (Online) 2020
• 5th Asia Pacific Solar Physics Meeting, Pune 2020
• 37th Meeting of Astronomical Society of India, Bengaluru 2019